uff Dataset

v2

2023-03-07 8:05pm

Generated on Mar 7, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 90%
1839Images
Valid Set 6%
120Images
Test Set 4%
77Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
car-animals-persons
400 images
car
1183 images
big-bus-big-truck-bus-l-bus-s-car-mid-truck-small-bus-small-truck-truck-l-truck-m-truck-s-truck-xl-
679 images
cars-NKCZ-cars-fdAD
2092 images